deepscan-monitorRun and monitor PapersFlow DeepScan jobs. Use when the user wants long-running research progress, intermediate findings, final reports, or plotting from a co...
Install via ClawdBot CLI:
clawdbot install papersareflowing/deepscan-monitorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Researchers use DeepScan Monitor to track long-running literature reviews on emerging topics like AI ethics or climate change impacts. They receive live snapshots of progress, top papers, and partial summaries, enabling them to adjust their focus or share preliminary findings with collaborators without waiting for the final report.
Business analysts in tech companies employ DeepScan Monitor to conduct ongoing scans of competitor publications and patents in fields like machine learning or biotechnology. The skill provides real-time updates on key findings and checkpoint states, helping teams stay informed and make timely strategic decisions based on the latest evidence.
Grant writers in non-profits or research institutions use DeepScan Monitor to manage systematic reviews for funding proposals on topics such as public health interventions. They leverage live snapshots to monitor progress and gather intermediate findings, ensuring comprehensive background sections are built efficiently and accurately.
Product managers in startups utilize DeepScan Monitor to oversee research on market trends and scientific advancements relevant to new product development, such as in renewable energy or medical devices. The skill offers updates on status messages and top papers, aiding in rapid iteration and evidence-based innovation planning.
Offer DeepScan Monitor as part of a monthly or annual subscription service for academic institutions and enterprises. Users pay for access to automated literature monitoring, live progress updates, and report generation, with tiered pricing based on scan frequency and data volume. Revenue streams include subscription fees and premium add-ons for advanced plotting or cross-report summaries.
Provide consulting services to integrate DeepScan Monitor into existing research workflows for clients in industries like pharmaceuticals or finance. Revenue comes from one-time setup fees, ongoing support contracts, and custom development for specialized use cases such as regulatory compliance monitoring or trend analysis. This model leverages the skill's ability to deliver intermediate findings and final reports tailored to client needs.
Deploy DeepScan Monitor as a freemium SaaS tool where basic features like lightweight progress checks are free, while advanced capabilities such as live snapshots, plotting, and cross-report summaries require a paid upgrade. Target individual academics and small teams, generating revenue through premium subscriptions and pay-per-use options for high-volume scans, with potential upsells to institutional plans.
💬 Integration Tip
Integrate DeepScan Monitor by setting up automated polling intervals in your workflow to check job status, and ensure clear user communication about asynchronous runs to manage expectations effectively.
Scored Apr 19, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or Zotero specifically.